Download lean/OAI/Combinatorics/ContingencyTables/Sampling/ExactBranchChoice.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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2.49 kB
| import OAI.Combinatorics.ContingencyTables.Sampling.ExactSamplingParameters | |
| import OAI.Combinatorics.ContingencyTables.Machines.ListWordProgram | |
| namespace OAI | |
| /-! # The exact dyadic gate that selects the rare correction branch -/ | |
| namespace ContingencyTables.ProfilePrograms | |
| open MatchingFPRAS MatchingFPRAS.TreeTyped MatchingFPRAS.PhysicalStream DensePrograms Polynomial | |
| /-- All zero bits select correction; every other word selects the ordinary draw. -/ | |
| def rareWord (z : CompletionMargins×List Bool) : Bool := decide (StackAddition.value z.2=0) | |
| def rareWordRealizer : Realizer rareWord := | |
| composition (f := fun z : CompletionMargins×List Bool => (StackAddition.value z.2,0)) | |
| (g := fun p : ℕ×ℕ => decide (p.1=p.2)) | |
| (pair (composition second bitValue) (constant 0)) natEqual | |
| lemma polynomial_rareWord : PolynomialTime rareWordRealizer := | |
| polynomial_composition (polynomial_pair (polynomial_composition polynomial_second polynomial_bitValue) | |
| (polynomial_constant 0)) polynomial_natEqual | |
| def rareBranch (z : CompletionMargins) : Experiment Bool := | |
| FiniteWordExecution.experiment exactPrecision rareWord z | |
| noncomputable def rareBranchRealizer : OnlineTree.Realizer rareBranch := | |
| FiniteWordExecution.realizer exactPrecisionRealizer rareWordRealizer | |
| lemma work_rareBranch : OnlineTree.WorkBound rareBranchRealizer exactParameterMeasure := by | |
| apply OnlineTree.work_remeasure | |
| (FiniteWordExecution.work_realizer polynomial_exactPrecision polynomial_rareWord) X | |
| intro z | |
| simp only [FiniteWordExecution.wordMeasure,exactParameterMeasure,eval_X] | |
| omega | |
| lemma rareBranch_probability (z : CompletionMargins) : | |
| (rareBranch z).mean (fun rare => if rare then 1 else 0)=1/(2:ℚ)^(exactPrecision z) := by | |
| rw [rareBranch,FiniteWordExecution.experiment_mean] | |
| simp only [rareWord,decide_eq_true_eq,bitValue_eq_word] | |
| let zeroWord : Fin (exactPrecision z) → Bool := | |
| (FairBits.binaryWordEquiv (exactPrecision z)).symm ⟨0,by positivity⟩ | |
| have he (bits : Fin (exactPrecision z) → Bool) : | |
| (FairBits.binaryWordEquiv (exactPrecision z) bits).val=0 ↔ bits=zeroWord := by | |
| constructor | |
| · intro h | |
| apply (FairBits.binaryWordEquiv (exactPrecision z)).injective | |
| apply Fin.ext | |
| simpa only [zeroWord,Equiv.apply_symm_apply] using h | |
| · intro h | |
| rw [h] | |
| simp only [zeroWord,Equiv.apply_symm_apply] | |
| simp only [he,average,Finset.sum_ite_eq',Finset.mem_univ,ite_true] | |
| end ContingencyTables.ProfilePrograms | |
| end OAI | |